LingBot-Video is a large-scale mixture-of-experts video generation model focused on embodied intelligence. It is designed to connect video synthesis with physical-world understanding instead of generating only visually appealing clips. The project includes dense and MoE model variants for text-to-image, text-to-video, and text-image-to-video workflows. Its training combines large-scale web video data with more than 70,000 hours of embodied data. A multi-reward system emphasizes aesthetics, physical rationality, and task completion. The repository includes models, inference code, prompt rewriting tools, refiner workflows, and single-GPU or multi-GPU scripts.

Features

  • MoE video generation model
  • Dense 1.3B and MoE 30B-A3B variants
  • Text-to-image, text-to-video, and TI2V support
  • Prompt rewriter and LoRA adapter
  • Base generation and refiner workflows
  • Single-GPU and multi-GPU inference scripts

Project Samples

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Categories

AI Models

License

Apache License V2.0

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Additional Project Details

Programming Language

Python

Related Categories

Python AI Models

Registered

2026-07-09